Theoretical Aspects of the SOM Algorithm

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dc.creatorCottrell, Marie
dc.creatorFort, Jean-Claude
dc.creatorPagès, Gilles
dc.date2007-04-13
dc.date.accessioned2026-07-07T07:56:30Z
dc.date.available2026-07-07T07:56:30Z
dc.descriptionThe SOM algorithm is very astonishing. On the one hand, it is very simple to write down and to simulate, its practical properties are clear and easy to observe. But, on the other hand, its theoretical properties still remain without proof in the general case, despite the great efforts of several authors. In this paper, we pass in review the last results and provide some conjectures for the future work.
dc.identifierhttps://arxiv.org/abs/0704.1696
dc.identifierhttp://arxiv.org/abs/0704.1696
dc.identifierNeurocomputing 21 (1998) 119-138
dc.identifier.urihttp://salesiana.dossiersoluciones.com/handle/123456789/127333
dc.subjectStatistics Theory
dc.titleTheoretical Aspects of the SOM Algorithm
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